WO2006048934A1 - Link-adaptation system in mimo-ofdm system, and method therefor - Google Patents
Link-adaptation system in mimo-ofdm system, and method therefor Download PDFInfo
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- WO2006048934A1 WO2006048934A1 PCT/JP2004/016343 JP2004016343W WO2006048934A1 WO 2006048934 A1 WO2006048934 A1 WO 2006048934A1 JP 2004016343 W JP2004016343 W JP 2004016343W WO 2006048934 A1 WO2006048934 A1 WO 2006048934A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/02—Arrangements for detecting or preventing errors in the information received by diversity reception
- H04L1/06—Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
- H04L1/0618—Space-time coding
- H04L1/0625—Transmitter arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0015—Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the adaptation strategy
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/02—Arrangements for detecting or preventing errors in the information received by diversity reception
- H04L1/06—Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
- H04L1/0618—Space-time coding
- H04L1/0637—Properties of the code
- H04L1/0656—Cyclotomic systems, e.g. Bell Labs Layered Space-Time [BLAST]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/003—Arrangements for allocating sub-channels of the transmission path
- H04L5/0044—Arrangements for allocating sub-channels of the transmission path allocation of payload
- H04L5/0046—Determination of how many bits are transmitted on different sub-channels
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/003—Arrangements for allocating sub-channels of the transmission path
- H04L5/0058—Allocation criteria
- H04L5/006—Quality of the received signal, e.g. BER, SNR, water filling
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/04—TPC
- H04W52/38—TPC being performed in particular situations
- H04W52/42—TPC being performed in particular situations in systems with time, space, frequency or polarisation diversity
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0002—Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate
- H04L1/0003—Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate by switching between different modulation schemes
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0009—Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the channel coding
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0023—Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
- H04L1/0026—Transmission of channel quality indication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/12—Arrangements for detecting or preventing errors in the information received by using return channel
- H04L1/16—Arrangements for detecting or preventing errors in the information received by using return channel in which the return channel carries supervisory signals, e.g. repetition request signals
- H04L1/1607—Details of the supervisory signal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/0001—Arrangements for dividing the transmission path
- H04L5/0014—Three-dimensional division
- H04L5/0023—Time-frequency-space
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/04—TPC
- H04W52/18—TPC being performed according to specific parameters
- H04W52/26—TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
- H04W52/262—TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service] taking into account adaptive modulation and coding [AMC] scheme
Definitions
- the present invention relates to a link adaptation system and method in a multiple-input multiple-output (MIMO) communication system using orthogonal wave frequency division multiplexing (OFDM).
- MIMO multiple-input multiple-output
- OFDM orthogonal wave frequency division multiplexing
- MIMO communication systems that use antennas.
- the signal travels through multiple paths from the transmitting antenna and is reflected and diffused before reaching the receiving antenna.
- An important feature of the Ml MO system is its ability to take advantage of multipath propagation and turn it into user convenience.
- One of these advantages is the increase in system capacity using spatial multiplexing, which is usually achieved by transmitting independent data over separate transmission links.
- Non-Patent Document 1 A well-known technique for increasing the data rate by spatial multiplexing is discussed in Non-Patent Document 1.
- MIMO techniques were originally designed for narrowband wireless systems, ie, flat'fading * channels. Therefore, it is difficult to obtain a high effect in the frequency selective channel. Therefore, OFDM has been used in conjunction with MIMO systems to overcome the frequency selective channel proposed in the wireless environment!
- OFDM can transform a frequency selective channel into a set of independent sub-channels of parallel frequencies. Since the frequencies of these subchannels are orthogonal and overlap each other, spectrum efficiency is improved and intercarrier interference is minimized. Multipath effects are further reduced by attaching a cyclic prefix to the OFDM symbol.
- IFFT Inverse Fast Fourier Transform
- a plurality of communication channels existing between a transmission antenna and a reception antenna are usually changed over time. Each link state becomes different.
- a MIMO system with feedback provides channel state information (CSI) to the transmitter and allows the use of methods such as link adaptation or water filling to provide a higher level of performance.
- CSI channel state information
- Adaptive bit loading in OFDM systems has been discussed in various technical papers.
- adaptive 'bit' loading has the objective of optimizing the data rate without degrading system quality.
- This technique works on the fact that each different subcarrier has a variable attenuation depending on the channel conditions. Allocation decisions are usually made using specific feedback information such as channel state information (CSI) and signal-to-noise ratio (SNR) for each subcarrier.
- CSI channel state information
- SNR signal-to-noise ratio
- AMC adaptive modulation Z code scheme
- MCS modulation and coding scheme
- the transmitter determines the modulation and coding scheme (MCS) level to use from a predefined set of levels. This determination is usually made by comparing the post-detection SNR measured at the receiver with the threshold and value corresponding to each MCS level. This method has a high processing complexity because the power SNR must be calculated for each received symbol, which is accurate in selecting the MCS level. In addition, the overhead of signal feedback is also pressing down on the limited radio resources available.
- Non-Patent Literature 1 V-BLAST: an architecture for realising very high data rates over the rich-scattering wireless channel "by PW Wolniansky et al in the published papers of the 1998 URSI International Symposium on Signals, Systems and Electronics, Pisa, Italy , Sep. 29 to Oct. 2, 1998.
- An object of the present invention is to provide a link adaptation system capable of performing optimum bit allocation while suppressing processing complexity and reducing signal feedback overhead in a MIMO-OFDM system and its Is to provide a method.
- the present invention adaptively controls the number of bits allocated to each subcarrier transmitted by different antennas and the power of each transmission antenna based on feedback information provided by the V-BLAST processing unit on the receiver side. To do. Further, according to the present invention, on the receiver side, depending on the ACK / NACK information, an AMC level increase / decrease in each transmission antenna is determined in the next frame transmission, and obtained by V-BLAST processing. Depending on a set of link quality information, the AMC level increase Z decrease amount is determined.
- link adaptation in a MIMO-OFDM system, link adaptation can be performed while processing complexity is reduced and signal feedback overhead is reduced.
- FIG. 3 is a diagram showing an embodiment of a closed loop system employed for the purpose of link adaptation according to the present invention.
- FIG. 4 is a flowchart showing a V-BLAST signal processing method and information acquisition in an embodiment of the present invention.
- FIG. 6 is a diagram showing another embodiment of a closed loop system employed for the purpose of link adaptation of the present invention.
- FIG. 1 is a block diagram of a transmitter 100 in a multiple-input multiple-output communication system (that is, MIMO-OFDM system) using orthogonal wave frequency division multiplexing.
- FIG. 2 is a block diagram of the receiver 200 of the same system. Both figures show the power of a system that uses two transmit antennas and two receive antennas.
- the present invention uses multiple (N) transmit antennas and multiple (N
- transmitter 100 data processing is performed for each individual antenna chain. Different streams of independent data are transmitted from each transmit antenna.
- a cyclic redundancy check (CRC) code is added to the input data by the CRC adding unit 102.
- channel code keys such as convolutional coding and turbo code keys are executed in the code key unit 104.
- the encoded data is then interleaved with interleaver 106 to reduce burst errors in the data.
- Multi-level modulation constellation 'symbol mapping is executed by the mapping unit 108 on the interleaved data.
- a pilot signal is inserted in pilot insertion section 110 with respect to the mapped signal. Inserting a no-lot signal facilitates channel evaluation at the receiver.
- the SZP converter 112 converts a serial data stream into a parallel data stream.
- IFFT section 114 makes generated subcarriers orthogonal to each other.
- a cyclic prefix for reducing the multipath effect is added to the OFD M symbol by the CP adder 118.
- the digital signal Prior to transmission, the digital signal is converted to an analog signal by the DZ A converter 120. After various processing in each transmitter chain, the signal is ready to be transmitted by its assigned transmitting antenna 122.
- receiver 200 the received signal from receiving antenna 202 is processed in the reverse manner, that is, conversion from analog to digital (AZD converter 204), cyclic prefix removal (CP Processing such as a removal unit 206), serial-parallel conversion (SZP conversion unit 208), fast Fourier transform (FFT unit 210), and parallel-serial conversion (PZS conversion unit 212) are performed. Since the received signal has a signal strength that overlaps multiple transmit antenna forces, it is necessary to separate this signal into separate streams. In this case, a zero-forcing (ZF) or minimum mean square error (MMSE) t, a V-BLAST decoder 214 that utilizes the technique is used to perform this function.
- ZF zero-forcing
- MMSE minimum mean square error
- cyclic redundancy check (CRC processing unit 222) is performed on each packet. Confirm that the data is correct. If the inspected bucket is determined to be error free, an acknowledgment (ACK) is sent to the transmitter and the transmitter does not retransmit the packet. If there is an error, a negative response (NACK) is sent to the transmitter 100 to request retransmission.
- ACK acknowledgment
- NACK negative response
- FIG. 3 is a diagram showing a closed loop system adopted for the purpose of link adaptation of the present invention.
- the system shown in FIG. 3 employs a configuration including an adaptive bit allocation unit 304 and an adaptive power allocation unit 306 on the transmitter side.
- the input data is turbo-coded by a turbo code key unit 302.
- the systematic bits and parity bits generated by the turbo code are output to the adaptive bit allocation unit 304.
- Adaptive bit allocation section 304 adaptively controls the number of bits to be allocated for each subcarrier transmitted by different antennas.
- the adaptive power allocation unit 306 adaptively allocates power to each antenna. The number of allocated bits and the amount of power depend on the previous transmit power obtained antenna state. This information is provided by the V-BLAST processing unit 308, stored in the vector information output unit 312, and sent to the transmitter through the error free channel 310.
- V-BLAST processing section 308 performs V-BLAST processing for separating a received signal into a data stream corresponding to a plurality of antennas of the transmitter.
- the demapping unit 314 demaps each bit subjected to V—BLAST processing.
- FIG. 4 is a flowchart showing a V-BLAST signal processing method and information acquisition in an embodiment of the present invention. Based on the information obtained from the V—BLAST process, the antenna SNRs are ranked. The V-BLAST technique using the ZF criterion and the antenna ranking procedure are described below.
- V-BLAST aims to detect hybrids and separate them into valid data streams.
- the V-BLAST technique is performed for each sequence of symbols obtained from all received antenna power (this is called the received vector).
- the channel matrix obtained from the channel evaluation corresponding to each received vector is also required for V-BLAST processing.
- the first step after setting the received vector (r) and the corresponding channel matrix (H) set is to calculate the pseudo inverse of H to obtain the set of matrices G (step 404). ).
- the norm of each row of G is calculated (step 406).
- This step is to select the first detection target layer. It has already been proven that better performance can be achieved if detection is performed first at the layer with the highest signal-to-noise ratio (SNR) after detection. This is equivalent to detecting the row of G with the minimum norm.
- SNR signal-to-noise ratio
- This vector zeros (disables) all signals except those transmitted at k th .
- the V-BLAST processing unit 308 internally generates a reception vector (r) and a weight vector (w).
- the symbols transmitted from the k th transmission antenna are detected (step 410).
- the detected symbols are remapped by slicing to the nearest value in the signal constellation (step 412). In this way, the evaluation for signal cancellation performed in the next step is efficiently processed.
- step 4114 By subtracting the vector force of the received signal from the detected signal part (step 414), the number of layers to be zeroed in the next step is reduced. This erasure process corrects the received signal vector to a vector with a reduced interference signal component. It also reduces detection complexity. [0032] Corresponding to this, by deleting the k th column (step 416), the channel matrix also needs to be corrected.
- the present invention uses this information for antenna ranking.
- the order of detection for each symbol in the frame is stored as a vector in the receiver.
- the receiver then feeds back the information vector to the transmitter through an error-free 'channel.
- the transmitter uses this vector for link adaptation in the next transmission frame.
- This storage and feedback process is repeated at the desired frequency.
- These two steps may be performed for each frame received at the receiver or may be performed for every desired m frames.
- feedback is performed in a shorter period for a radio channel that fluctuates quickly.
- slow-changing channels should update information at longer intervals to save resources and keep complexity at a minimum level.
- FIG. 5 is a diagram showing the performance of each detected transmission layer on the assumption that error propagation does not occur during V-BLAST detection.
- the horizontal axis is E ZN and the vertical axis is BER (b O
- Fig. 5 communication is performed between a transmitter with four transmitting antennas and a receiver with four receiving antennas, and the signals of transmitting antenna 4 (Tx4) are separated in order from the signal of transmitting antenna 1 (Txl). Show the error curve for the case.
- the diversity level is lowest when the first detection target layer is detected. For each detected layer, each received antenna is constant, but the detected layer is erased, and as a result, the diversity level of the system increases as the layer progresses. This is clearly shown in FIG.
- the error curve of antenna 1 detected in the first decoding 'step gradually falls as the SNR increases (diversity level of antenna 1).
- the error curves for antennas 2, 3, and 4 drop much more rapidly than for antenna 1. Earlier symbols are subtracted and gained, increasing the diversity level power in subsequent layers. Level 4 occurs when it is detected by four receiving antennas. This is the case when only one signal remains.
- the adaptive bit allocation unit 304 and the adaptive power allocation unit 306 can reduce the number of bits for the antenna that has become the first detection target layer to improve the performance in this specific antenna link. High transmit power or both should be provided.
- FIG. 1 Another embodiment of the present invention is shown in FIG. In this embodiment, AMC is used.
- V In addition to BLAST information, the system uses CRC information to facilitate AMC processing.
- Multiple CRC adding section 604 in transmitter 602 adds a CRC bit to the signal transmitted from each antenna chain 608. Therefore, in the receiver 612, each frame received by each individual reception antenna and demodulated by the demodulation decoder 616 is subjected to CRC for error detection in the multiplexed CRC detection unit 618.
- AMC selection section 624 obtains a CRC result (ACKZNACK) from multiplexed CRC detection section 618.
- the AMC selection unit 624 determines whether to increase or decrease the AMC level in each antenna 608 of the transmitter 602 in the next frame transmission according to the ACKZ NACK information for the signal received by each reception antenna 610.
- the AMC selection unit 624 increases the AMC level in the next frame transmission for the antenna that has received the ACK in the current transmission, and decreases the AMC level in the next frame transmission for the antenna that has received the NACK. .
- the AMC selection unit 624 determines an increase Z decrease amount of the AMC level depending on a set of link quality information obtained by the V-BLAST decoder 614. Generated norm information force Used as a means to determine the link state evaluation of each antenna.
- the AMC selector 624 increases the AMC level significantly for antennas with relatively low error probabilities, and when the AMC level needs to be reduced. For antennas with a relatively high error probability, the AMC level is greatly reduced.
- multiplexing AMC unit 606 in transmitter 602 can efficiently assign an AMC level to each transmission antenna.
- assigning the appropriate AMC level to each antenna based on the link quality determined during the previous transmission the system can better utilize the channel state differences and variations to improve overall system performance. It is out.
- SNR measuring section 622 measures the SNR using the received pilot signal transmitted from each transmitting antenna 608.
- AMC selection section 624 evaluates the channel state of each transmitting antenna 608 based on the measured SNR, and periodically resets the AMC level according to the SNR after detecting the pilot signal transmitted as the reference value. In addition, the AMC selection unit 624 executes allocation based on the AMC level SNR in the initial setting period. This prevents the actual AMC level range power that the system can support from deviating too much from the AMC level assigned by the above method.
- the present invention is suitable for use in a multiple-input multiple-output (MIMO) communication system using orthogonal wave frequency division multiplexing (OFDM).
- MIMO multiple-input multiple-output
- OFDM orthogonal wave frequency division multiplexing
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Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2006542204A JPWO2006048934A1 (en) | 2004-11-04 | 2004-11-04 | Link adaptation system and method in MIMO-OFDM system |
PCT/JP2004/016343 WO2006048934A1 (en) | 2004-11-04 | 2004-11-04 | Link-adaptation system in mimo-ofdm system, and method therefor |
EP04822360A EP1802017A1 (en) | 2004-11-04 | 2004-11-04 | Link-adaptation system in mimo-ofdm system, and method therefor |
CNA2004800443432A CN101053190A (en) | 2004-11-04 | 2004-11-04 | Link-adaptation system in mimo-ofdm system, and method therefor |
US11/718,569 US20090067528A1 (en) | 2004-11-04 | 2004-11-11 | Link-adaptation system in mimo-ofdm system, and method therefor |
Applications Claiming Priority (1)
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PCT/JP2004/016343 WO2006048934A1 (en) | 2004-11-04 | 2004-11-04 | Link-adaptation system in mimo-ofdm system, and method therefor |
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WO2006048934A1 true WO2006048934A1 (en) | 2006-05-11 |
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PCT/JP2004/016343 WO2006048934A1 (en) | 2004-11-04 | 2004-11-04 | Link-adaptation system in mimo-ofdm system, and method therefor |
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US (1) | US20090067528A1 (en) |
EP (1) | EP1802017A1 (en) |
JP (1) | JPWO2006048934A1 (en) |
CN (1) | CN101053190A (en) |
WO (1) | WO2006048934A1 (en) |
Cited By (5)
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JP2008312007A (en) * | 2007-06-15 | 2008-12-25 | Toshiba Corp | Wireless communication system, and mobile wireless terminal |
JP2009538570A (en) * | 2006-05-24 | 2009-11-05 | クゥアルコム・インコーポレイテッド | Multi-input multi-output (MIMO) orthogonal frequency division multiple access (OFDMA) communication system |
JP2011205192A (en) * | 2010-03-24 | 2011-10-13 | Saxa Inc | Radio communication device and method |
KR20140119637A (en) * | 2013-04-01 | 2014-10-10 | 한국전자통신연구원 | Method and apparatus for opportunistic interference alignment in single-user multi-input multi-output transmission |
KR20140119638A (en) * | 2013-04-01 | 2014-10-10 | 한국전자통신연구원 | Method and apparatus for opportunistic interference alignment in multi-user multi-input multi-output transmission |
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EP1873948B1 (en) * | 2005-04-18 | 2013-01-23 | Mitsubishi Denki Kabushiki Kaisha | Sending station, receiving station, and radio communication method |
US7602837B2 (en) * | 2005-10-20 | 2009-10-13 | Freescale Semiconductor, Inc. | Beamforming for non-collaborative, space division multiple access systems |
US20080159434A1 (en) * | 2006-12-28 | 2008-07-03 | Mewtel Technology Inc. | Method of efficient techniques in an orthogonal frequency division multiplexing system with channel evaluation |
KR20080086033A (en) * | 2007-03-21 | 2008-09-25 | 삼성전자주식회사 | Apparatus and method for automatic repeat request in multi input multi output system |
US7778340B2 (en) | 2007-09-06 | 2010-08-17 | Hong Kong Applied Science And Technology Research Institute Co., Ltd. | Accurate channel quality indicator for link adaptation of MIMO communication systems |
US8249179B2 (en) * | 2007-10-25 | 2012-08-21 | Sharp Kabushiki Kaisha | Communication apparatus, multicarrier communication system and communication method |
CN101170386B (en) * | 2007-11-06 | 2010-06-30 | 东南大学 | Self-adapted multi-antenna receiving and transmission method based on mean and covariance |
CN101227254B (en) * | 2008-01-23 | 2013-02-27 | 中兴通讯股份有限公司 | Method for detecting V-BLAST in MIMO system |
US8855257B2 (en) | 2008-02-11 | 2014-10-07 | Intel Mobile Communications GmbH | Adaptation techniques in MIMO |
CN101615932B (en) * | 2008-06-25 | 2013-01-30 | 鼎桥通信技术有限公司 | Power distribution method for multi-input multi-output hybrid automatic retransmission request system |
US8737319B2 (en) * | 2008-12-15 | 2014-05-27 | Samsung Electronics Co., Ltd. | Method and apparatus for reducing map overhead in a broadand wireless communication system |
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CN102638431A (en) * | 2011-02-10 | 2012-08-15 | 富士通株式会社 | Bit dispensing equipment, transmitter, bit distribution method and power distribution method |
WO2014021859A1 (en) * | 2012-07-31 | 2014-02-06 | Hewlett-Packard Development Company, L.P. | Management of modulation and coding scheme implementation |
CN105024781B (en) * | 2014-04-30 | 2019-06-21 | 中兴通讯股份有限公司 | A kind of processing method of feedback information, apparatus and system |
US10944500B2 (en) * | 2016-10-07 | 2021-03-09 | Cable Television Laboratories, Inc. | Systems and methods for DOCSIS profile management |
CN113283571A (en) | 2017-06-19 | 2021-08-20 | 弗吉尼亚科技知识产权有限公司 | Encoding and decoding of information transmitted wirelessly using a multi-antenna transceiver |
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2004
- 2004-11-04 JP JP2006542204A patent/JPWO2006048934A1/en not_active Withdrawn
- 2004-11-04 WO PCT/JP2004/016343 patent/WO2006048934A1/en active Application Filing
- 2004-11-04 EP EP04822360A patent/EP1802017A1/en not_active Withdrawn
- 2004-11-04 CN CNA2004800443432A patent/CN101053190A/en active Pending
- 2004-11-11 US US11/718,569 patent/US20090067528A1/en not_active Abandoned
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Also Published As
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JPWO2006048934A1 (en) | 2008-05-22 |
US20090067528A1 (en) | 2009-03-12 |
CN101053190A (en) | 2007-10-10 |
EP1802017A1 (en) | 2007-06-27 |
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